Fabric Jobs

ML Engineer**Experience:** 6-8 Years**Engagement:** C2C**Location:**Bangalore## Role OverviewWe are looking for an experienced **ML Engineer** with strong expertise in **Python, Machine Learning, Generative AI, Agentic AI, and Microsoft Azure**. The ideal candidate will have hands-on experience building and deploying machine learning models and AI agents, developing scalable ML pipelines, and orchestrating agentic workflows using Azure Data and AI platforms.## Key Responsibilities* Develop and maintain scalable **machine learning pipelines** and integrate them with **Azure ML**.* Design and implement **agentic AI workflows** and intelligent AI agents using LLMs, planning, and decision-making frameworks.* Build, deploy, and optimize machine learning models using **TensorFlow, PyTorch**, or similar frameworks.* Design secure, scalable, and production-ready AI agent architectures for cross-platform applications.* Work extensively with **Microsoft Azure**, including **Azure Databricks, Microsoft Fabric, and Microsoft AI Foundry**.* Build and experiment with **Generative AI models, LLMs, and agentic workflows**.* Implement AI agent **safety, guardrails, evaluation, and monitoring mechanisms**.* Improve agent performance through feedback loops, reinforcement learning, and user interaction analysis.* Collaborate across backend, ML pipeline, and frontend teams to deliver end-to-end AI solutions.* Support deployment architecture, model serving, monitoring, and productionization of AI systems.* Conduct research and performance evaluation to improve agent conversation, decision-making, adaptability, and reliability.* Rapidly prototype and iterate on AI solutions in a startup-style environment.* Collaborate with senior engineers and researchers to deliver production-grade AI systems.## Required Qualifications* 6-8 years of experience in **Machine Learning / AI Engineering**.* Strong programming skills in **Python**.* Hands-on experience with **TensorFlow, PyTorch**, or equivalent ML frameworks.* Proven experience developing and deploying **machine learning models and AI agents**.* Strong hands-on experience with **Generative AI, LLMs, and Agentic AI**.* Strong expertise in **Microsoft Azure** and Azure AI/Data platforms.* Experience with **Azure ML, Azure Databricks, Microsoft Fabric, and Microsoft AI Foundry**.* Experience with **ML pipelines, deployment architecture, and production AI systems**.* Understanding of AI agent orchestration, evaluation, safety, and guardrails.* Strong problem-solving skills and ability to work in a fast-paced, collaborative environment.## Good to Have* Experience with **reinforcement learning and agent feedback mechanisms**.* Experience building AI solutions for **security or enterprise applications**.* Knowledge of LLM evaluation, prompt engineering, RAG, and model optimization.* Experience working across backend services, APIs, and frontend integrations.## Key Skills**Must Have:** Python Azure ML GenAI/LLM Agentic AI TensorFlow/PyTorch Azure Databricks/Fabric/AI Foundry ML Pipelines AI Agent Deployment**Good to Have:** Reinforcement Learning RAG Prompt Engineering AI Safety & Guardrails LLM Evaluation

We are seeking an experienced Cutting Master with 7 to 12 years of expertise to join our team in Yamunanagar. The ideal candidate will have a background in fabric cutting and management, ensuring precise and efficient execution of cutting operations.The key responsibilities include:- Fabric Cutting: Accurately cutting various fabrics according to predefined patterns to ensure high-quality production.- Supervision: Overseeing a team of cutters, providing guidance and support to maintain a smooth workflow and meet production targets.- Quality Control: Regularly checking the quality of cut pieces to ensure they meet company standards and making necessary adjustments or corrections.- Inventory Management: Monitoring fabric stocks and ordering new materials as needed to prevent delays in production.- Collaboration: Working closely with other departments, including design and production, to ensure timely delivery of materials and alignment on design specifications.The ideal candidate should be physically fit and male, with hands-on experience in cutting operations. A keen eye for detail and strong organizational skills are essential. The Cutting Master must also have the ability to lead a team effectively and communicate clearly with colleagues to ensure the smooth running of operations. A high level of commitment to quality and efficiency in a fast-paced environment is expected.

Responsibilities* Assist customers in selecting ethnic wear for weddings, parties, festivals, and special occasions.* Provide personalized styling and fashion consultation.* Build strong customer relationships and ensure an exceptional shopping experience.* Achieve monthly sales targets.* Maintain store presentation and visual merchandising.* Support inventory management and daily store operations.Requirements* Female candidates only* Minimum 2 years of experience in ethnic wear, designer boutiques, or premium fashion retail.* Excellent communication and customer service skills.* Strong styling sense and sales-oriented approach.* Presentable, confident, and professional personality.* Immediate joiners will be preferred.

We are seeking a Fashion Consultant to join our team in Saguna More. The ideal candidate will have 1-3 years of experience in the fashion industry and should be comfortable working in a full-time office environment.Key Responsibilities:- Client Meetings: Engage with clients to understand their style preferences, needs, and occasions for which they are shopping, helping them make informed fashion choices.- Wardrobe Consultation: Assess clients' existing wardrobes and provide recommendations for enhancement by suggesting new clothing items or accessories.- Trend Analysis: Stay updated with current fashion trends to offer clients stylish and modern options that fit their personal style.- Personal Shopping Assistance: Accompany clients on shopping trips or curate personalized shopping lists, ensuring they find suitable pieces that meet their aesthetic and budget.- Styling Advice: Provide expert advice on how to mix and match clothing items, accessories, and footwear, helping clients achieve cohesive looks.Required Skills and Expectations:- Must have a passion for fashion with a good understanding of different styles and trends.- Strong communication skills are essential to effectively interact with clients and understand their needs.- Ability to work well in a team and collaborate with colleagues to achieve customer satisfaction.- Basic knowledge of styling techniques and fashion retail.- Organizational skills are necessary for managing client appointments and coordinating shopping experiences. - An eye for detail is important to ensure that clients' looks are polished and well put together. Join us in helping clients look and feel their best!

We are seeking a skilled Tailor Designer with at least 3 years of experience. The ideal candidate will be based in Lajpat Nagar, Delhi, and will work full-time from the office. The role involves creating custom garments that meet client specifications and design trends.Key Responsibilities:1. Design Custom Garments: Collaborate with clients to understand their style preferences and create unique designs that reflect their vision.2. Measure and Fit: Accurately take client measurements to ensure a perfect fit, adjusting designs as necessary to accommodate individual body types.3. Sewing and Alterations: Use sewing machines and hand stitches to construct garments, performing alterations and adjustments to achieve high-quality finishes.4. Fabric Selection: Assist clients in choosing appropriate fabrics and materials, considering comfort, durability, and style.5. Quality Control: Inspect finished garments to ensure they meet quality standards and make necessary adjustments before delivering to clients.Required Skills and Expectations:The ideal candidate should have a strong understanding of garment construction techniques and an eye for detail. Proficiency in sewing is essential, along with creativity to design appealing clothing. Good communication skills are necessary to effectively interact with clients and understand their needs. The successful candidate should also be able to manage time effectively, ensuring that projects are completed on schedule. A passion for fashion and staying updated with current trends is highly desirable.

We are looking for a Fabric Merchandiser to join our team in Bhestan. In this role, you will be responsible for ensuring the smooth flow of fabric from suppliers to customers, managing orders, and maintaining quality standards. Key Responsibilities:- Order Management: Oversee the entire order process for fabrics, ensuring that all specifications and timelines are met to satisfy client requirements.- Supplier Coordination: Communicate effectively with suppliers to negotiate prices, terms, and delivery schedules while maintaining strong relationships for future business.- Quality Checking: Conduct regular quality inspections of fabrics to ensure they meet company standards and client expectations, addressing any issues promptly.- Market Research: Stay updated on market trends, fabric types, and pricing to assist in making informed decisions that enhance product offerings.- Reporting: Prepare and present regular reports on fabric inventory, sales performance, and market trends to support strategic planning.Required Skills and Expectations:Candidates should have a minimum of 2 to 5 years of experience in fabric merchandising or a related field. A 12th-grade education is required. Strong communication and negotiation skills are crucial for effectively interacting with suppliers and clients. The ideal candidate should be detail-oriented and possess excellent organizational abilities to manage multiple orders efficiently. Proficiency in basic computer applications and the ability to analyze market trends are necessary for successful performance in this role. Candidates should be dedicated and ready to work from the office full-time.

We are looking for a creative and enthusiastic Textile Designer to join our team in Bangalore. This role is perfect for someone who has recently graduated and is eager to start a career in textile design.In this position, you will be responsible for creating unique fabric patterns and designs. You will work closely with our production team to ensure that your designs are feasible and suitable for our target market. You will research current trends in textiles to keep our designs fresh and innovative.Key Responsibilities:- Design Patterns: Create original textile patterns and artworks using software and hand-drawing techniques.- Trend Research: Analyze industry trends and customer preferences to inspire your designs.- Collaboration: Work with other designers and production teams to develop fabrics from concept to final product.- Sample Development: Assist in creating prototypes and samples to present to clients and stakeholders.To be successful in this role, you should have strong artistic skills and a good understanding of textile materials and printing techniques. You must be familiar with design software like Adobe Illustrator and Photoshop. Good communication skills are essential to share your ideas and collaborate effectively with the team.We expect you to be detail-oriented, passionate about design, and capable of meeting deadlines in a fast-paced environment. If you are a creative thinker with a love for textiles, we would love to hear from you!

About the RoleWe are looking for a proactive and detail-oriented Fabric Merchandiser with 2-3 years of experience in both knits and woven fabrics. The ideal candidate should have a strong textile background, good market knowledge, and the ability to coordinate with mills, suppliers, andinternal teams to ensure timely sourcing and development of fabrics.Key Responsibilities1) Handling complete knit fabric merchandising process from development to bulk2) Handling fabric development, sampling, and approvals3) Coordination with mills/suppliers for pricing, quality, lead time, and deliveries4) Follow-up on lab dips, strike-offs, bulk production, and testing5) Monitoring fabric quality parameters and ensuring compliance with buyer standards6) Negotiation with suppliers for cost optimization7) Maintaining fabric records, approvals, and documentation8) Coordination with production, planning, and design teams9) Ensuring on-time fabric availability to meet production timelinesKey Skills & Competencies1) Graduate/Diploma in Textile Technology or related field2) 2-3 years of relevant experience in fabric merchandising (Textile background preferred)3) Strong knowledge of knit & woven fabric construction, GSM, blends, dyeing & finishing4) Understanding of textile processes and fabric quality standards5) Good communication and negotiation skills6) Vendor management and follow-up capability7) Ability to work under deadlines8) Basic knowledge of costing and fabric consumption9) Proficiency in MS ExcelWhy Join Us1) Opportunity to work with a growing and professionally managed textile organization2) Exposure to both knit and woven fabric categories3) Learning-driven work environment4) Performance-based growth opportunities5) Supportive team culture with strong industry exposure

We are looking for a motivated Sales Executive with at least 4 years of experience to join our team in Surat, India. The ideal candidate will be responsible for driving sales growth and building strong relationships with clients.Key Responsibilities:1. Customer Engagement: Actively reach out to potential clients to understand their needs and present suitable products or services.2. Sales Strategy Development: Collaborate with team members to develop effective sales strategies that align with company goals and target markets.3. Relationship Management: Maintain and nurture relationships with existing clients to ensure customer satisfaction and encourage repeat business.4. Market Research: Conduct research on market trends and identify new sales opportunities to support business growth.5. Sales Reporting: Prepare and present sales reports to management, providing insights on performance and potential areas for improvement.6. Collaboration: Work closely with marketing and product teams to provide feedback from clients and aid in the development of promotional materials.Required Skills and Expectations:Candidates should possess a thorough understanding of sales techniques and have excellent communication skills. The ability to build rapport with clients is essential, as is the capacity for problem-solving and negotiation. A proactive approach to learning about products and market trends is crucial for success in this role. Applicants must also have a graduate degree and be comfortable working in an office environment.

Source trims (labels, elastics, zippers, logos, threads) Procure polyester fabrics (dry-fit, mesh, fleece, interlock) Develop vendor base & negotiate pricing Prepare costing & raise purchase orders Follow up on sampling and bulk production Maintain TNA and ensure on-time delivery Coordinate with suppliers, buyers, and production teams

*Key Responsibilities:*Assist customers in selecting clothing, accessories, and fashion products according to their needs and preferences.Provide excellent customer service and maintain positive customer relationships.Achieve daily and monthly sales targets assigned by the management.Maintain proper display and arrangement of products in the showroom.Keep updated knowledge of current fashion trends, styles, and new arrivals.Handle billing support, product tagging, and stock checking when required.Ensure cleanliness and proper visual merchandising of the store.Support customers with size, fitting, and styling suggestions.Coordinate with team members for smooth store operations.Maintain customer feedback and help in improving customer satisfaction.Requirements:Minimum 1-2 years of experience in retail or fashion sales.Good communication and interpersonal skills.Basic understanding of fashion trends and customer handling.Presentable personality with positive attitude.Ability to work in shifts and on weekends if required.Target-oriented and team player.

We are seeking a motivated Garment Merchandiser to join our team in Beliaghata, Kolkata. Ideal candidates will have a keen interest in the fashion industry and a willingness to learn and grow in a dynamic environment. The Garment Merchandiser is responsible for managing the entire process of garment production, from initial inquiry to final delivery. Key responsibilities include:- Liaising with Clients: Communicate effectively with clients to understand their requirements and preferences, ensuring their expectations are met throughout the production process.- Sourcing Materials: Identify and source appropriate fabrics and accessories necessary for production, maintaining quality and cost-effectiveness.- Preparing Samples: Coordinate with the production team to create samples that reflect client specifications, ensuring they meet quality standards before approval.- Order Management: Track and manage orders from inception to delivery, addressing any issues that arise and ensuring timely completion.- Market Research: Stay updated on fashion trends and market demands to provide clients with innovative ideas and solutions.Candidates should possess strong communication skills, attention to detail, and the ability to handle multiple tasks simultaneously. A background in fashion or textile studies is a plus, but we welcome fresh graduates eager to start their careers in merchandising. The ideal candidate will be proactive, adaptable, and ready to work in a collaborative office environment.

As a Senior Data Engineer, you will be at the forefront of our data transformation, specifically architecting and building the next generation of our Financial Transaction Processing engine within Microsoft Fabric. You will lead the migration of legacy financial pipelines into a unified Lakehouse architecture, ensuring that every pence of revenue and every byte of roaming data is accounted for with 100% accuracy.This role requires a blend of high-level architectural design, hands-on pipeline engineering, and a deep understanding of telecom financial domains (billing, reconciliation, and inter-carrier settlements).Key ResponsibilitiesArchitectural Design: Lead the design and implementation of a Medallion Architecture (Bronze, Silver, Gold) within MS Fabric to handle high-velocity telecom transactions.Data Pipeline Engineering: Develop end-to-end ETL/ELT workflows using Fabric Data Factory, Spark Notebooks (PySpark), and Dataflows Gen2.Financial Migration: Lead the migration of legacy SQL-based financial workloads into Fabric Lakehouses and Warehouses, ensuring zero data loss and maintaining historical integrity.Configuration & Governance: Configure Fabric workspaces, capacities, and OneLake security. Implement rigorous data governance and Row-Level Security (RLS) to protect sensitive financial PII.Performance Optimization: Tune large-scale Spark jobs and SQL queries to process millions of Call Detail Records (CDRs) and financial events with minimal latency.Analytics & Reporting: Build high-performance Semantic Models and Direct Lake datasets for real-time financial reporting and margin analysis.Mandatory Skills & QualificationsTechnical ExpertiseMicrosoft Fabric: Expert-level knowledge of the Fabric ecosystem (Lakehouse, Eventhouse, Data Factory, and OneLake).Pipeline Development: Strong experience with Azure Data Factory or Fabric Pipelines, including complex orchestration and incremental loading patterns.Coding & Transformation: Advanced proficiency in PySpark/Python and T-SQL for complex financial logic (e.g., multi-currency conversion, tax calculations).Architecture: Deep understanding of Delta Lake, Star Schema modeling, and SaaS-based data platform design.DevOps: Hands-on experience with Git integration, CI/CD for Fabric items, and Azure DevOps deployment pipelines.Domain KnowledgeTelecom Finance: Familiarity with telecom-specific data such as CDRs, roaming settlements, prepaid/postpaid billing cycles, and Churn analytics.Financial Accuracy: Experience building automated reconciliation frameworks to catch revenue leakage or transaction mismatches.Required Experience8+ years in Data Engineering3+ years hands-on with Microsoft FabricProven experience delivering large-scale data migration programmes in UK telecom or retailStrong SQL & PySpark expertiseExperience with financial data reconciliation and ledger alignmentStrong stakeholder engagement across Finance, Billing, and Technology teamsExperience operating within UK enterprise governance frameworksPreferred ExperienceCertifications: DP-600 (Microsoft Fabric Analytics Engineer) or DP-203 (Azure Data Engineer).Legacy Knowledge: Experience migrating from on-prem SQL Server or older Azure Synapse environments.Real-Time Intelligence: Knowledge of KQL (Kusto) for monitoring real-time transaction streams.Skills to be evaluated onMicrosoft FabricAzure-Data-FactoryFabric-AnalyticsDatabricksMandatory Skills : Microsoft Fabric